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ORCIDSamden D. Lhatoo
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2020 – today
- 2024
[j21]Rashmie Abeysinghe, Fengbo Zheng, Jay Shi, Samden D. Lhatoo, Licong Cui:
Leveraging logical definitions and lexical features to detect missing IS-A relations in biomedical terminologies. J. Biomed. Semant. 15(1): 6 (2024)- 2022
- [j20]Xiaojin Li
, Shiqiang Tao, Samden D. Lhatoo, Licong Cui, Yan Huang, Johnson P. Hampson, Guo-Qiang Zhang:
A multimodal clinical data resource for personalized risk assessment of sudden unexpected death in epilepsy. Frontiers Big Data 5 (2022) - [j19]Xiaojin Li, Yan Huang, Samden D. Lhatoo, Shiqiang Tao, Laura Vilella Bertran, Guo-Qiang Zhang, Licong Cui:
A hybrid unsupervised and supervised learning approach for postictal generalized EEG suppression detection. Frontiers Neuroinformatics 16 (2022) - 2020
- [j18]Yejin Kim, Samden D. Lhatoo, Guo-Qiang Zhang, Luyao Chen, Xiaoqian Jiang:
Temporal phenotyping for transitional disease progress: An application to epilepsy and Alzheimer's disease. J. Biomed. Informatics 107: 103462 (2020) - [j17]Juan C. Mier, Yejin Kim, Xiaoqian Jiang, Guo-Qiang Zhang, Samden D. Lhatoo:
Categorisation of EEG suppression using enhanced feature extraction for SUDEP risk assessment. BMC Medical Informatics Decis. Mak. 20-S(12): 326 (2020) - [j16]Bishal Lamichhane, Yejin Kim, Santiago Segarra, Guoqiang Zhang, Samden D. Lhatoo, Jaison Hampson, Xiaoqian Jiang:
Automated detection of activity onset after postictal generalized EEG suppression. BMC Medical Informatics Decis. Mak. 20-S(12): 327 (2020) - [j15]Yejin Kim, Xiaoqian Jiang, Samden D. Lhatoo, Guoqiang Zhang, Shiqiang Tao, Licong Cui, Xiaojin Li, Robert D. Jolly, Luyao Chen, Michael Phan, Cung Ha, Marijane Detranaltes, Jiajie Zhang:
A community effort for automatic detection of postictal generalized EEG suppression in epilepsy. BMC Medical Informatics Decis. Mak. 20-S(12): 328 (2020) - [j14]Cong Zhu, Yejin Kim, Xiaoqian Jiang, Samden D. Lhatoo, Hampson Jaison, Guo-Qiang Zhang:
A lightweight convolutional neural network for assessing an EEG risk marker for sudden unexpected death in epilepsy. BMC Medical Informatics Decis. Mak. 20-S(12): 329 (2020) - [j13]Carroll Vance, Yejin Kim, Guo-Qiang Zhang, Samden D. Lhatoo, Shiqiang Tao, Licong Cui, Xiaojin Li, Xiaoqian Jiang:
Learning to detect the onset of slow activity after a generalized tonic-clonic seizure. BMC Medical Informatics Decis. Mak. 20-S(12): 330 (2020) - [c10]Satya S. Sahoo, Arthur L. Gershon, Nassim Shafiabadi, Kaushik Ghosh, Curtis Tatsuoka, Samden D. Lhatoo, Guadalupe Fernandez-BacaVaca:
NeuroIntegrative Connectivity (NIC) Informatics Tool for Brain Functional Connectivity Network Analysis in Cohort Studies. AMIA 2020
2010 – 2019
- 2019
- [c9]Xiaojin Li, Yan Huang, Shiqiang Tao, Licong Cui, Samden D. Lhatoo, Guo-Qiang Zhang:
SeizureBank: A Repository of Analysis-ready Seizure Signal Data. AMIA 2019 - [i1]Xiaoqian Jiang, Samden D. Lhatoo, Guo-Qiang Zhang, Luyao Chen, Yejin Kim:
Combining Representation Learning with Tensor Factorization for Risk Factor Analysis - an application to Epilepsy and Alzheimer's disease. CoRR abs/1905.05830 (2019) - 2018
- [j12]Wanchat Theeranaew, James McDonald, Bilal Zonjy, Farhad Kaffashi, Brian D. Moseley, Daniel Friedman, Elson So, James Tao, Maromi Nei, Philippe Ryvlin, Rainer Surges, Roland D. Thijs, Stephan Schuele, Samden D. Lhatoo, Kenneth A. Loparo:
Automated Detection of Postictal Generalized EEG Suppression. IEEE Trans. Biomed. Eng. 65(2): 371-377 (2018) - 2016
- [j11]Satya S. Sahoo, Annan Wei, Joshua Valdez, Li Wang, Bilal Zonjy, Curtis Tatsuoka, Kenneth A. Loparo, Samden D. Lhatoo:
NeuroPigPen: A Scalable Toolkit for Processing Electrophysiological Signal Data in Neuroscience Applications Using Apache Pig. Frontiers Neuroinformatics 10: 18 (2016) - [j10]Satya S. Sahoo, Guo-Qiang Zhang, Yvan Bamps, Robert Fraser, Shelley Stoll, Samden D. Lhatoo, Curtis Tatsuoka, Johnny Sams, Elisabeth Welter, Martha Sajatovic:
Managing information well: Toward an ontology-driven informatics platform for data sharing and secondary use in epilepsy self-management research centers. Health Informatics J. 22(3): 548-561 (2016) - [c8]Licong Cui, Yan Huang, Shiqiang Tao, Samden D. Lhatoo, Guo-Qiang Zhang:
ODaCCI: Ontology-guided Data Curation for Multisite Clinical Research Data Integration in the NINDS Center for SUDEP Research. AMIA 2016 - [c7]Sheng Yang, Curtis Tatsuoka, Kaushik Ghosh, Nuria Lacuey Lecumberri, Samden D. Lhatoo, Satya Sanket Sahoo:
Comparative Evaluation for Brain Structural Connectivity Approaches: Towards Integrative Neuroinformatics Tool for Epilepsy Clinical Research. CRI 2016 - [p1]Satya S. Sahoo, Annan Wei, Curtis Tatsuoka, Kaushik Ghosh, Samden D. Lhatoo:
Processing Neurology Clinical Data for Knowledge Discovery: Scalable Data Flows Using Distributed Computing. Machine Learning for Health Informatics 2016: 303-318 - 2015
- [j9]Catherine P. Jayapandian, Annan Wei, Priya Ramesh, Bilal Zonjy, Samden D. Lhatoo, Kenneth A. Loparo, Guo-Qiang Zhang, Satya S. Sahoo:
A scalable neuroinformatics data flow for electrophysiological signals using MapReduce. Frontiers Neuroinformatics 9: 4 (2015) - 2014
- [j8]Satya Sanket Sahoo, Samden D. Lhatoo, Deepak K. Gupta, Licong Cui, Meng Zhao, Catherine P. Jayapandian, Alireza Bozorgi, Guo-Qiang Zhang:
Epilepsy and seizure ontology: towards an epilepsy informatics infrastructure for clinical research and patient care. J. Am. Medical Informatics Assoc. 21(1): 82-89 (2014) - [j7]Satya Sanket Sahoo, Catherine P. Jayapandian, Gaurav Garg, Farhad Kaffashi, Stephanie Chung, Alireza Bozorgi, Chien-Hung Chen, Kenneth A. Loparo, Samden D. Lhatoo, Guo-Qiang Zhang:
Heart beats in the cloud: distributed analysis of electrophysiological 'Big Data' using cloud computing for epilepsy clinical research. J. Am. Medical Informatics Assoc. 21(2): 263-271 (2014) - [j6]Licong Cui, Satya Sanket Sahoo, Samden D. Lhatoo, Gaurav Garg, Prashant Rai, Alireza Bozorgi, Guo-Qiang Zhang:
Complex epilepsy phenotype extraction from narrative clinical discharge summaries. J. Biomed. Informatics 51: 272-279 (2014) - [j5]Carlos Pedreira, Anna E. Vaudano, Rachel C. Thornton, Umair J. Chaudhary, Serge Vulliémoz, Helmut Laufs, Roman Rodionov, David W. Carmichael, Samden D. Lhatoo, Maxime Guye, Rodrigo Quian Quiroga, Louis Lemieux:
Classification of EEG abnormalities in partial epilepsy with simultaneous EEG-fMRI recordings. NeuroImage 99: 461-476 (2014) - [j4]Mehdi Bagheri Hamaneh, Numthip Chitravas, Kitti Kaiboriboon, Samden D. Lhatoo, Kenneth A. Loparo:
Automated Removal of EKG Artifact From EEG Data Using Independent Component Analysis and Continuous Wavelet Transformation. IEEE Trans. Biomed. Eng. 61(6): 1634-1641 (2014) - [c6]Guo-Qiang Zhang, Licong Cui, Samden D. Lhatoo, Satya S. Sahoo:
MEDCIS: Multi-Modality Epilepsy Data Capture and Integration System. AMIA 2014 - [c5]Catherine P. Jayapandian, Chien-Hung Chen, Aman Dabir, Samden D. Lhatoo, Guo-Qiang Zhang, Satya Sanket Sahoo:
Domain Ontology As Conceptual Model for Big Data Management: Application in Biomedical Informatics. ER 2014: 144-157 - 2013
- [c4]Catherine P. Jayapandian, Chien-Hung Chen, Alireza Bozorgi, Samden D. Lhatoo, Guo-Qiang Zhang, Satya Sanket Sahoo:
Cloudwave: Distributed Processing of "Big Data" from Electrophysiological Recordings for Epilepsy Clinical Research Using Hadoop. AMIA 2013 - [c3]Catherine P. Jayapandian, Chien-Hung Chen, Alireza Bozorgi, Samden D. Lhatoo, Guo-Qiang Zhang, Satya Sanket Sahoo:
Electrophysiological Signal Analysis and Visualization using Cloudwave for Epilepsy Clinical Research. MedInfo 2013: 817-821 - 2012
- [c2]Licong Cui, Samden D. Lhatoo, Guo-Qiang Zhang, Satya Sanket Sahoo, Alireza Bozorgi:
EpiDEA: Extracting Structured Epilepsy and Seizure Information from Patient Discharge Summaries for Cohort Identification. AMIA 2012 - [c1]Satya Sanket Sahoo, Meng Zhao, Lingyun Luo, Alireza Bozorgi, Deepak K. Gupta, Samden D. Lhatoo, Guo-Qiang Zhang:
OPIC: Ontology-driven Patient Information Capturing System for Epilepsy. AMIA 2012 - 2010
- [j3]Serge Vulliémoz, Roman Rodionov, David W. Carmichael, Rachel C. Thornton, Maxime Guye, Samden D. Lhatoo, Christoph M. Michel, John S. Duncan, Louis Lemieux:
Continuous EEG source imaging enhances analysis of EEG-fMRI in focal epilepsy. NeuroImage 49(4): 3219-3229 (2010) - [j2]Rachel C. Thornton, Roman Rodionov, Helmut Laufs, Serge Vulliémoz, Anna E. Vaudano, David W. Carmichael, S. Cannadathu, Maxime Guye, Andrew W. McEvoy, Samden D. Lhatoo, Fabrice Bartolomei, Patrick Chauvel, Beate Diehl, Federico De Martino, R. D. C. Elwes, Matthew C. Walker, John S. Duncan, Louis Lemieux:
Imaging haemodynamic changes related to seizures: Comparison of EEG-based general linear model, independent component analysis of fMRI and intracranial EEG. NeuroImage 53(1): 196-205 (2010)
2000 – 2009
- 2009
- [j1]Serge Vulliémoz, Rachel C. Thornton, Roman Rodionov, David W. Carmichael, Maxime Guye, Samden D. Lhatoo, Andrew W. McEvoy, Laurent Spinelli, Christoph M. Michel, John S. Duncan, Louis Lemieux:
The spatio-temporal mapping of epileptic networks: Combination of EEG-fMRI and EEG source imaging. NeuroImage 46(3): 834-843 (2009)
Coauthor Index
aka: Satya S. Sahoo
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